Add per-item, per-platform billing for the platform-native connectors (Reddit, Google Search, Google Maps places/reviews, YouTube videos/comments) through the capability gate/charge seam. Rates are config-driven with a shared wallet-credit module (wallet_credit) and a dedicated PlatformScrapeCreditService; agent and REST capability runs now record cost_micros. Google Maps scrape dual-meters places and attached reviews.
Remove the main-agent scrape_webpage tool now that the web.crawl capability covers single-page (maxCrawlDepth=0) and site crawling. The main agent now reaches crawling via task(web_crawler, ...). Update prompts, tool catalog, receipts, skills, proprietary docs, and tests; drop the obsolete chat-turn crawl fold path.
Co-authored-by: Cursor <cursoragent@cursor.com>
Learned from lead-generation e2e runs (medical EMR, AI study app):
- routing.md: requested-N lists must be distinct entities that fit the
asked segment - branches/locations of one parent count once, parent
website domain is an ownership signal, fill shortfalls by widening
discovery instead of padding; place-shaped discovery routes to the
Maps specialist, open-web/enrichment to Search.
- google_maps prompt: exclusion criteria are strict (a satellite of an
excluded chain is still that chain); shared parent domains mean one
organization judged against the parent.
- google_search prompt: pure place-discovery tasks return blocked with
a next_step pointing to the Maps specialist.
Co-authored-by: Cursor <cursoragent@cursor.com>
Crawler engine: escalate thin JS-shell pages past static fetch, repair
currency-lossy extractions, emit categorized link records with anchor
provenance, and decode percent-encoded mailto:/tel: contacts; site crawls
reuse the connector ladder via Scrapling's spider engine with URL pattern
filters. Agent layer: read_run gains char_offset paging, search_run gains
match excerpts, new export_run turns stored runs into CSV workspace docs;
reddit search fair-shares the item budget across queries and dedupes
cross-query hits. Subagent prompts and routing teach crawl-after-search,
full-run coverage before summarizing, and executing own-tool next steps
instead of returning partial.
- Added `Run` model to track scraper invocations, including metadata such as status, input, and output.
- Implemented `ToolOutputSpill` model to store context-editing spills separately from user-facing logs.
- Updated middleware to handle spill placeholders and integrate with the new models.
- Enhanced REST API to record runs and expose run history through new endpoints.
- Adjusted tests to validate the new run logging functionality and ensure proper integration with existing capabilities.
MCP consolidation:
- Route all MCP-capable connectors (Slack, Jira, Linear, ClickUp, Airtable,
Notion, Confluence, interim Gmail/Calendar, custom MCP) through a single
`mcp_discovery` subagent. Drive/OneDrive/Dropbox stay native to enrich the KB.
- Deprecate Discord/Teams/Luma: no viable official MCP server.
Google-only web search:
- Remove the main-agent `web_search` tool and the SearXNG platform service;
all public web search now flows through the `google_search` subagent via task().
- Deprecate the Tavily/SearXNG/Linkup/Baidu search connectors (HTTP 410 on
create, "Deprecated" badge); guide heavy users to the custom MCP connector.
- Remove web search from anonymous chat (pure Q&A).
- Tear SearXNG out of docker compose + install scripts; drop tavily-python
and linkup-sdk deps and their config/env vars.
Fix:
- metrics._package_version() now swallows any metadata lookup failure. A
malformed editable-install distribution with no `Version` field raised
KeyError deep in importlib.metadata, and since it runs on every
record_subagent_invoke_duration call it was crashing every task()
delegation. Verified end-to-end against live GPT-5.4.
Co-authored-by: Cursor <cursoragent@cursor.com>
- Added a new `reddit` subagent to scrape structured data from Reddit posts, comments, and users.
- Introduced `reddit.scrape` capability for fetching data using URLs and search queries.
- Implemented tools for scraping and parsing Reddit data, including handling pagination and rate limits.
- Created input/output models for the Reddit scraper to define request and response structures.
- Added documentation for the new Reddit scraping functionality and its usage.
- Integrated the Reddit subagent into the existing multi-agent chat framework.
- Updated proxy configuration in `.env.example` files to use `PROXY_URL` and `PROXY_URLS` instead of `CUSTOM_PROXY_URL` and `CUSTOM_PROXY_URLS`.
- Introduced `DataImpulseProvider` for proxy management, replacing the deprecated `AnonymousProxiesProvider`.
- Enhanced documentation to reflect changes in proxy setup and usage.
- Adjusted related code in the proxy registry and configuration files to support the new provider structure.
Resolve conflicts against the new native google-maps actor + repo-wide
ruff-format pass:
- Keep legacy webcrawler KB indexer + its test deleted (modify/delete).
- test_validators: keep WEBCRAWLER case removed (validator gone).
- test_fetch_resilience: keep platforms.youtube import path (our reorg).
- Relocate google_maps actor + tests scrapers/ -> platforms/ to match the
reorg convention (youtube already there); rewrite imports + fixture paths.
- Add missing __init__.py across the capabilities/ test subtree so duplicate
test basenames get unique module paths under importlib mode.
Note: google_maps fixture-backed tests error on ci_mvp too (fixtures/*.json
never committed upstream) - pre-existing, out of scope here.
